The daughter effect

causal-inference gender-bias diversity people-management gender-pay-gap recruitment

Can having a daughter make a manager more gender-equal?

Luděk Stehlík https://www.linkedin.com/in/ludekstehlik/
2026-08-31

A new study by Maddalena Ronchi and Nina Smith (2026) uses Danish registry data to ask whether having a daughter changes how male managers treat women at work.

The design is clever. They look at 6,701 manager-establishment spells and compare what happens after a manager has a daughter versus a son. Child sex is plausibly random, and they follow changes within the same manager-firm relationship, which is a much better counterfactual than simply comparing “fathers of daughters” with “fathers of sons”.

After the birth of a manager’s first daughter:

After a manager’s first daughter is born, women’s relative earnings and employment rise. Importantly, there is little sign of a pre-existing trend.

The hiring result is particularly interesting: managers seem able to switch between similarly qualified male and female candidates without materially changing the observable composition or cost of the workforce.

The causal design is strong. No obvious pre-trends. No differential manager attrition. No effect of child sex on paternity leave. And the effects appear quickly and persist.

But there is an important causal wrinkle. The study randomizes - courtesy of nature - having a daughter, not gender attitudes. So I’m quite convinced by: daughter → different managerial decisions. But I’m less convinced that we can cleanly identify: daughter → more egalitarian attitudes → different decisions. Attitudes aren’t directly measured, and a daughter can change a father in more ways than one 🤔

Still, this is a fascinating result. It suggests that some gender inequality may come from surprisingly malleable managerial preferences at the margin - not from differences in available talent.

And fortunately, “have more daughters” is probably not the only intervention worth testing 😉

Citation

For attribution, please cite this work as

Stehlík (2026, Aug. 31). Ludek's Blog About People Analytics: The daughter effect. Retrieved from https://blog-about-people-analytics.netlify.app/posts/2026-08-30-the-daughter-effect/

BibTeX citation

@misc{stehlík2026the,
  author = {Stehlík, Luděk},
  title = {Ludek's Blog About People Analytics: The daughter effect},
  url = {https://blog-about-people-analytics.netlify.app/posts/2026-08-30-the-daughter-effect/},
  year = {2026}
}